{"id":"W6931859849","doi":"10.5683/sp3/5e0gbx","title":"Secured Feedback in OLab","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Key (lock); Control (management); Identification (biology); Work (physics); Set (abstract data type)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00661838,0.002629313,0.0009573764,0.004292364,0.001331826,0.003042921,0.002182653,0.001772973,0.02173048],"category_scores_gemma":[0.02815445,0.0005960779,0.0009607752,0.002880981,0.0006542375,0.002708075,0.003675234,0.001982558,0.04838382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002320136,"about_ca_system_score_gemma":0.002932661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03355013,"about_ca_topic_score_gemma":0.05255844,"domain_scores_codex":[0.9928762,0.002104614,0.0008708721,0.001191186,0.002224713,0.0007324518],"domain_scores_gemma":[0.9818339,0.003712568,0.00102578,0.005764831,0.006440411,0.001222562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005439036,0.0001204565,0.003137302,0.0004545005,0.00004086891,0.00009351179,0.0001221237,0.0009106547,0.0007968193,0.000690013,0.9728309,0.02025893],"study_design_scores_gemma":[0.0004060321,0.0002686876,0.00931288,0.0003220681,0.00005489773,0.0002581249,0.000421377,0.007564462,0.006369913,0.002713364,0.9721799,0.0001282341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.008631597,0.0007838873,0.004560562,0.00165008,0.0008110283,0.0004200347,0.9231745,0.04669906,0.01326931],"genre_scores_gemma":[0.01564024,0.0001841509,0.007998546,0.0004081291,0.00006829348,0.0003689075,0.9700669,0.0007765868,0.004488224],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03355013,"threshold_uncertainty_score":0.07269573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277319119748039,"score_gpt":0.2776083567185088,"score_spread":0.2648351655210284,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}